Latitude

What it does

Latitude is an open-source observability and quality platform designed specifically for AI agents. It captures agent trajectories, discovers behavior patterns, and helps developers catch issues before they reach users. The platform provides conversation intelligence by analyzing completed sessions to extract what conversations were about, what happened, and where issues occurred—such as escalations, resolutions, abandonments, trust breaks, retries, and tool failures. It offers semantic search across 100% of traces, allowing users to combine it with exact text search and filters to quickly find specific examples. Latitude also includes automatic issue discovery, sending alerts via Slack, email, or webhooks when new issues are detected or existing ones escalate. Additionally, it provides an MCP server that lets developers manage projects, traces, annotations, scores, searches, issues, datasets, members, and keys directly from their coding agent.

Who it is for

Latitude is built for developers and teams building AI agents at scale. It is trusted by teams that need to monitor agent behavior in production, surface failures, and keep watch on issues after shipping fixes. The platform is designed for developers who want to set up telemetry quickly—in less than 5 minutes—and integrate with their existing workflows. It is also suitable for teams that require enterprise-grade security, as Latitude is SOC 2 certified, offers end-to-end encryption, SSO/SAML, GDPR compliance, data residency options, and audit logs.

Why it matters

As AI agents become more complex and are deployed in production, monitoring their behavior and catching failures early is critical. Latitude addresses the challenge of understanding what agents are actually doing, identifying failure modes, and preventing user-facing issues. By providing automated evals that turn any issue into an evaluation running on every new trace, and by clustering similar failing traces into single issues with examples, trends, and lifecycle information, Latitude helps developers triage patterns rather than individual logs. This reduces the time and effort needed to maintain agent quality and reliability. The platform's open-source nature (MIT license) also ensures no vendor lock-in and allows community contributions.

Launch signal

Latitude is currently available as an open-source project with a hosted cloud console. The website indicates it is trusted by teams building agents at scale, and it offers a free tier to get started. The project has a GitHub repository and a community Slack channel for support. The platform is actively maintained by Latitude Data S.L., with a blog, documentation, and pricing page available. The presence of an MCP server and integration with OpenTelemetry suggests a focus on interoperability and developer experience.

Brand and naming

The name 'Latitude' is abstract and evokes a sense of freedom and breadth, which aligns well with the idea of monitoring and analyzing agent behavior across a wide range of interactions. However, it lacks direct descriptiveness for 'agent monitoring', which may reduce immediate clarity. The domain latitude.so is short and memorable, though the .so TLD is less common than .com. The tagline 'Open Source Agent Monitoring' clearly positions the product, but the name itself does not reinforce this positioning, making it less intuitive for first-time users.